diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 645a8160..98978970 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -43,12 +43,13 @@ jobs:
 
   test:
     permissions:
-      issues: write
+      # Gives the action the necessary permissions for publishing new
+      # comments in pull requests.
       pull-requests: write
-      statuses: write
-      checks: write
+      # Gives the action the necessary permissions for pushing data to the
+      # python-coverage-comment-action branch, and for editing existing
+      # comments (to avoid publishing multiple comments in the same PR)
       contents: write
-      actions: read
     runs-on: ubuntu-latest
     strategy:
       matrix:
@@ -78,9 +79,17 @@ jobs:
         coverage xml
       if: success() || failure()
 
-    - name: Publish coverage report
-      if: ${{ github.event_name == 'pull_request' }}
-      uses: orgoro/coverage@v3
+    - name: Coverage comment
+      id: coverage_comment
+      uses: py-cov-action/python-coverage-comment-action@v3
       with:
-        coverageFile: coverage.xml
-        token: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_TOKEN: ${{ github.token }}
+
+    - name: Store Pull Request comment to be posted
+      uses: actions/upload-artifact@v3
+      if: steps.coverage_comment.outputs.COMMENT_FILE_WRITTEN == 'true'
+      with:
+        # If you use a different name, update COMMENT_ARTIFACT_NAME accordingly
+        name: python-coverage-comment-action
+        # If you use a different name, update COMMENT_FILENAME accordingly
+        path: python-coverage-comment-action.txt